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文档个数：401个文档
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最近下载：2025-05-15
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文档列表

11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene.mp4 143.2 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect.mp4 133.8 MB
04 - Derivatives/010 [Solution] Calculate velocity and acceleration.mp4 129.9 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures.mp4 128.5 MB
09 - Monte Carlo algorithms/008 Simulating a Metropolis step.mp4 122.0 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon.mp4 118.5 MB
07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions.mp4 118.0 MB
04 - Derivatives/006 Better accuracy Richardson method.mp4 114.2 MB
09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state.mp4 103.1 MB
09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures.mp4 100.7 MB
08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution.mp4 98.6 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator.mp4 98.2 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box.mp4 95.3 MB
07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit.mp4 92.1 MB
05 - Integrals/016 Calculating the vector potential of a charged wire.mp4 90.9 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon.mp4 89.5 MB
07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon.mp4 86.4 MB
03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations.mp4 85.0 MB
08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues.mp4 84.3 MB
09 - Monte Carlo algorithms/007 Defining the energy.mp4 83.0 MB
06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations.mp4 82.0 MB
07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension.mp4 79.0 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice.mp4 76.6 MB
08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution.mp4 76.3 MB
05 - Integrals/007 Rotating a stick around one end.mp4 75.3 MB
07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball.mp4 73.0 MB
07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case.mp4 72.3 MB
02 - [Optional] Python Crash Course/015 Plots with matplotlib.mp4 71.3 MB
03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent.mp4 71.0 MB
05 - Integrals/011 Rotating a sphere Numerical solution.mp4 70.9 MB
04 - Derivatives/007 Implementing second derivative.mp4 69.2 MB
09 - Monte Carlo algorithms/010 Improve code using finite temperatures.mp4 68.9 MB
06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method.mp4 66.8 MB
05 - Integrals/017 Calculating the magnetic field of a charged wire.mp4 66.7 MB
05 - Integrals/004 Discretizing integrals & Trapezoidal method.mp4 66.1 MB
05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass.mp4 65.9 MB
08 - Eigenvalue problems/012 Generalization to n coupled oscillators.mp4 65.0 MB
09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm.mp4 64.3 MB
09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm.mp4 64.2 MB
04 - Derivatives/004 Implementation of derivatives in Python.mp4 62.0 MB
03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error.mp4 61.9 MB
07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon.mp4 60.9 MB
02 - [Optional] Python Crash Course/016 Density plot.mp4 59.9 MB
03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function.mp4 59.7 MB
07 - Differential equations II Multiple dimensions/019 Simulating earth escape.mp4 57.2 MB
06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp.mp4 55.9 MB
08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations.mp4 55.2 MB
06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations.mp4 54.9 MB
04 - Derivatives/005 Why is the central-differences method better.mp4 53.9 MB
09 - Monte Carlo algorithms/001 Introduction.mp4 53.0 MB
05 - Integrals/020 Fourier transform.mp4 52.9 MB
07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations.mp4 52.3 MB
02 - [Optional] Python Crash Course/017 3D Plots.mp4 51.9 MB
03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function.mp4 51.5 MB
04 - Derivatives/011 Multidimensional derivatives Gradient.mp4 51.5 MB
03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives.mp4 51.3 MB
05 - Integrals/015 Preparing the arrays.mp4 51.2 MB
06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay.mp4 51.0 MB
04 - Derivatives/001 Introduction.mp4 50.5 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/010 Moire lattice of twisted bilayers of graphene.mp4 50.3 MB
02 - [Optional] Python Crash Course/008 Arrays.mp4 49.7 MB
07 - Differential equations II Multiple dimensions/001 Introduction.mp4 48.7 MB
01 - Python installation via Anaconda & Alternatives/009 (optional) Style sheets for your notebook.mp4 47.4 MB
06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method.mp4 47.3 MB
07 - Differential equations II Multiple dimensions/018 Changing starting velocity Elliptical orbit around earth.mp4 47.2 MB
07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball.mp4 46.9 MB
05 - Integrals/005 Improving accuracy Simpson rule and beyond.mp4 46.5 MB
09 - Monte Carlo algorithms/011 Implement interaction with a magnetic field.mp4 45.6 MB
02 - [Optional] Python Crash Course/009 Vectors & Matrices.mp4 45.3 MB
02 - [Optional] Python Crash Course/013 Functions.mp4 44.2 MB
05 - Integrals/001 Introduction.mp4 44.0 MB
02 - [Optional] Python Crash Course/012 Working with data files.mp4 43.4 MB
06 - Differential equations I Basics and 1-dimensional problems/011 Adding damping and driving forces.mp4 43.1 MB
09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi.mp4 42.5 MB
01 - Python installation via Anaconda & Alternatives/003 Installing Python via Anaconda for free.mp4 42.3 MB
06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum.mp4 41.7 MB
03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data.mp4 41.6 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction.mp4 41.3 MB
06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations.mp4 40.2 MB
06 - Differential equations I Basics and 1-dimensional problems/013 Higher-order differential equations with solve_ivp.mp4 39.7 MB
04 - Derivatives/012 Multidimensional derivatives Divergence & curl.mp4 39.5 MB
02 - [Optional] Python Crash Course/011 Loops & If statements.mp4 39.2 MB
06 - Differential equations I Basics and 1-dimensional problems/001 Introduction.mp4 38.8 MB
03 - Series expansion, interpolation & data fitting/007 Interpolation.mp4 38.5 MB
03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines.mp4 38.3 MB
06 - Differential equations I Basics and 1-dimensional problems/016 Implementation of RK45.mp4 38.0 MB
05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem.mp4 37.6 MB
05 - Integrals/003 Background on integrals.mp4 37.6 MB
08 - Eigenvalue problems/001 Introduction.mp4 37.2 MB
05 - Integrals/010 Rotating a sphere Analytical solution.mp4 36.4 MB
01 - Python installation via Anaconda & Alternatives/002 Structure & Overview of this course.mp4 36.2 MB
07 - Differential equations II Multiple dimensions/003 [Project] Simulating a rolling ball - Two decoupled oscillators.mp4 35.6 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method.mp4 35.3 MB
05 - Integrals/018 Quiver plot of the magnetic field.mp4 35.3 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential.mp4 35.1 MB
06 - Differential equations I Basics and 1-dimensional problems/006 Example 2 Time-amplified radioactive decay.mp4 35.1 MB
07 - Differential equations II Multiple dimensions/014 Solving the differential equations for sun, earth & moon (3-body problem).mp4 34.9 MB
02 - [Optional] Python Crash Course/007 Lists.mp4 34.8 MB
03 - Series expansion, interpolation & data fitting/001 Introduction.mp4 34.8 MB
02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course.mp4 34.2 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/006 Dirac points and massless electrons.mp4 33.8 MB
03 - Series expansion, interpolation & data fitting/013 Calculating the fitting error.mp4 33.8 MB
01 - Python installation via Anaconda & Alternatives/010 (optional) Alternative development environments For large projects - PyCharm.mp4 33.0 MB
08 - Eigenvalue problems/003 Three coupled oscillators Equations of motion.mp4 32.7 MB
07 - Differential equations II Multiple dimensions/020 Simulating a moon encounter.mp4 32.0 MB
03 - Series expansion, interpolation & data fitting/004 Taylor expansion of sin function.mp4 31.9 MB
06 - Differential equations I Basics and 1-dimensional problems/008 Example 3 Free fall.mp4 31.8 MB
07 - Differential equations II Multiple dimensions/009 [Project] Heat equation - Explanation of the differential equation.mp4 31.8 MB
08 - Eigenvalue problems/013 Introduce periodic boundary conditions.mp4 31.0 MB
04 - Derivatives/013 Section recap.mp4 30.9 MB
07 - Differential equations II Multiple dimensions/012 [Project] 3-body problem Coupled differential equations for sun, earth & moon.mp4 30.8 MB
05 - Integrals/013 [Solution] Rotating a spherical shell.mp4 30.7 MB
01 - Python installation via Anaconda & Alternatives/006 HOW TO use this course.mp4 30.0 MB
08 - Eigenvalue problems/005 Why is it an eigenvalue problem.mp4 29.2 MB
01 - Python installation via Anaconda & Alternatives/011 (optional) Alternative development environments Allrounder - Visual Studio Code.mp4 28.6 MB
02 - [Optional] Python Crash Course/004 Data types of numbers.mp4 28.2 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction.mp4 27.6 MB
08 - Eigenvalue problems/008 Analyzing the eigenmodes of the three coupled oscillators.mp4 26.5 MB
09 - Monte Carlo algorithms/003 [Project] Calculating Pi - Explaining the idea.mp4 26.1 MB
06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum.mp4 25.8 MB
07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case.mp4 25.5 MB
02 - [Optional] Python Crash Course/003 Numpy & Basic mathematics.mp4 24.5 MB
03 - Series expansion, interpolation & data fitting/012 Fitting a polynomial model function.mp4 24.3 MB
09 - Monte Carlo algorithms/013 Section recap.mp4 24.1 MB
02 - [Optional] Python Crash Course/010 Dictionaries.mp4 24.0 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap.mp4 23.7 MB
01 - Python installation via Anaconda & Alternatives/004 Jupyter notebook - Our tool of choice.mp4 22.0 MB
05 - Integrals/019 Analyzing a periodic signal via Fourier transforms.mp4 21.9 MB
08 - Eigenvalue problems/010 [Exercise] Fit three harmonic oscillations to our numerical solution.mp4 21.2 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap.mp4 21.2 MB
01 - Python installation via Anaconda & Alternatives/005 Style your notebook.mp4 19.1 MB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/010 Use Mathematica to solve the problem with only a few lines of code.mp4 19.0 MB
05 - Integrals/009 [Solution] Rotating a stick around the center.mp4 18.9 MB
05 - Integrals/022 Section recap.mp4 18.5 MB
06 - Differential equations I Basics and 1-dimensional problems/003 Background Euler method.mp4 18.3 MB
04 - Derivatives/008 [Exercise] Calculate velocity and acceleration.mp4 17.8 MB
04 - Derivatives/003 Background Derivatives.mp4 17.5 MB
01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates.mp4 17.2 MB
07 - Differential equations II Multiple dimensions/022 Section recap.mp4 17.1 MB
03 - Series expansion, interpolation & data fitting/017 Section recap.mp4 16.1 MB
06 - Differential equations I Basics and 1-dimensional problems/018 Section recap.mp4 15.9 MB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!.mp4 14.6 MB
05 - Integrals/012 [Exercise] Rotating a spherical shell.mp4 14.2 MB
05 - Integrals/021 Numpy Fast fourier transform (FFT).mp4 13.8 MB
02 - [Optional] Python Crash Course/005 Strings.mp4 12.4 MB
07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation.mp4 12.1 MB
08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues.mp4 11.8 MB
05 - Integrals/008 [Exercise] Rotating a stick around the center.mp4 10.2 MB
02 - [Optional] Python Crash Course/018 Crash course recap.mp4 9.6 MB
07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon.mp4 9.3 MB
09 - Monte Carlo algorithms/014 09b-MC-magnet.ipynb 859.2 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 11-Graphene.ipynb 678.7 kB
08 - Eigenvalue problems/014 08-Eigenvalue-coupled-oscillators.ipynb 637.1 kB
07 - Differential equations II Multiple dimensions/023 07d-Mutidimensional-3-body.ipynb 580.2 kB
06 - Differential equations I Basics and 1-dimensional problems/019 06-Differential-equations.ipynb 516.5 kB
04 - Derivatives/014 04a-Derivatives.ipynb 485.8 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 10b-Quantum-harmonic-oscillator.ipynb 317.5 kB
02 - [Optional] Python Crash Course/019 02-Crash-course.ipynb 255.7 kB
03 - Series expansion, interpolation & data fitting/018 03-Interpolation.ipynb 251.1 kB
01 - Python installation via Anaconda & Alternatives/002 Overview.png 239.8 kB
05 - Integrals/023 05b-Rotation-geometric-objects.ipynb 239.0 kB
05 - Integrals/023 05c-Magnetic-field-wire.ipynb 228.2 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/002 11-Graphene-template.ipynb 225.1 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 11-Graphene-template.ipynb 225.1 kB
07 - Differential equations II Multiple dimensions/023 07a-Multidimensional-rolling-ball.ipynb 217.7 kB
07 - Differential equations II Multiple dimensions/023 07b-Multidimensional-lorenz.ipynb 191.7 kB
05 - Integrals/002 figure-05-derivation-wire.png 189.0 kB
05 - Integrals/023 figure-05-derivation-wire.png 189.0 kB
09 - Monte Carlo algorithms/014 09a-MC-pi.ipynb 174.2 kB
04 - Derivatives/014 04b-Exercise-velocity-acceleration-solution.ipynb 174.1 kB
07 - Differential equations II Multiple dimensions/023 07c-Multidimensional-heat-equation.ipynb 159.2 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 10a-Particle-in-a-box.ipynb 143.5 kB
04 - Derivatives/002 figure-04-derivatives.png 78.3 kB
04 - Derivatives/014 figure-04-derivatives.png 78.3 kB
08 - Eigenvalue problems/002 figure-08-coupled-oscillators-circle.png 77.7 kB
08 - Eigenvalue problems/014 figure-08-coupled-oscillators-circle.png 77.7 kB
05 - Integrals/002 figure-05-integral.png 68.9 kB
05 - Integrals/023 figure-05-integral.png 68.9 kB
05 - Integrals/023 05d-Fourier-transform.ipynb 68.7 kB
07 - Differential equations II Multiple dimensions/002 07a-Multidimensional-rolling-ball-template.ipynb 68.2 kB
07 - Differential equations II Multiple dimensions/023 07a-Multidimensional-rolling-ball-template.ipynb 68.2 kB
04 - Derivatives/009 04b-Exercise-velocity-acceleration-data-file.dat 29.0 kB
04 - Derivatives/010 04b-Exercise-velocity-acceleration-data-file.dat 29.0 kB
04 - Derivatives/014 04b-Exercise-velocity-acceleration-data-file.dat 29.0 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/005 Band structure of graphene_en.srt 28.7 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/003 From free electrons to band structures_en.srt 28.6 kB
05 - Integrals/023 05a-Basics-integration.ipynb 27.3 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/005 Determining & Discussing the eigensystem of the particle in a box_en.srt 27.0 kB
04 - Derivatives/010 [Solution] Calculate velocity and acceleration_en.srt 26.5 kB
09 - Monte Carlo algorithms/006 [Project] Simulating a magnet - Setting up & plotting the initial state_en.srt 24.8 kB
04 - Derivatives/006 Better accuracy Richardson method_en.srt 24.1 kB
05 - Integrals/002 figure-05-hand.svg 22.9 kB
05 - Integrals/023 figure-05-hand.svg 22.9 kB
07 - Differential equations II Multiple dimensions/011 Solving the heat equation in two dimensions_en.srt 22.6 kB
02 - [Optional] Python Crash Course/002 02-Crash-course-template.ipynb 22.4 kB
02 - [Optional] Python Crash Course/019 02-Crash-course-template.ipynb 22.4 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/008 Determining & Discussing the eigensystem of the quantum harmonic oscillator_en.srt 22.4 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/009 Applying magnetic field Landau quantization & Quantum Hall effect_en.srt 22.2 kB
05 - Integrals/002 05d-Fourier-transform-template.ipynb 22.2 kB
05 - Integrals/023 05d-Fourier-transform-template.ipynb 22.2 kB
09 - Monte Carlo algorithms/008 Simulating a Metropolis step_en.srt 21.4 kB
08 - Eigenvalue problems/007 [Solution] Write your own routine to calculate the eigenvalues_en.srt 20.7 kB
07 - Differential equations II Multiple dimensions/021 Brake maneuver to reach moon orbit_en.srt 20.5 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/008 Band structure of a graphene nanoribbon_en.srt 20.3 kB
08 - Eigenvalue problems/002 figure-08-coupled-oscillators.png 19.4 kB
08 - Eigenvalue problems/014 figure-08-coupled-oscillators.png 19.4 kB
08 - Eigenvalue problems/011 [Solution] Fit three harmonic oscillations to our numerical solution_en.srt 19.3 kB
05 - Integrals/016 Calculating the vector potential of a charged wire_en.srt 18.1 kB
03 - Series expansion, interpolation & data fitting/010 Perfect interpolation using polynomials - Solving a system of linear equations_en.srt 18.1 kB
02 - [Optional] Python Crash Course/015 Plots with matplotlib_en.srt 18.0 kB
05 - Integrals/007 Rotating a stick around one end_en.srt 17.7 kB
07 - Differential equations II Multiple dimensions/010 Solving the heat equation in one dimension_en.srt 16.9 kB
05 - Integrals/006 [Project] Rotational energy & Moment of inertia - Start with a point mass_en.srt 16.5 kB
07 - Differential equations II Multiple dimensions/015 Analyzing the orbital motion of earth & moon_en.srt 16.4 kB
09 - Monte Carlo algorithms/012 Dzyaloshinskii–Moriya interaction giving rise to non-collinear spin textures_en.srt 16.4 kB
05 - Integrals/017 Calculating the magnetic field of a charged wire_en.srt 16.4 kB
08 - Eigenvalue problems/009 Fourier transform Find the characteristic frequencies of the numerical solution_en.srt 16.3 kB
08 - Eigenvalue problems/002 08-Eigenvalue-coupled-oscillators-template.ipynb 16.1 kB
08 - Eigenvalue problems/014 08-Eigenvalue-coupled-oscillators-template.ipynb 16.1 kB
09 - Monte Carlo algorithms/007 Defining the energy_en.srt 16.1 kB
07 - Differential equations II Multiple dimensions/004 Solving the differential equation of a rolling ball_en.srt 15.9 kB
09 - Monte Carlo algorithms/002 09a-MC-pi-template.ipynb 15.8 kB
09 - Monte Carlo algorithms/014 09a-MC-pi-template.ipynb 15.8 kB
03 - Series expansion, interpolation & data fitting/015 Update the coefficients using gradient descent_en.srt 15.8 kB
07 - Differential equations II Multiple dimensions/013 Coding the differential equations for sun, earth & moon_en.srt 15.2 kB
09 - Monte Carlo algorithms/004 Approximating Pi using a Monte Carlo algorithm_en.srt 15.1 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/004 Plotting a graphene lattice_en.srt 15.0 kB
05 - Integrals/011 Rotating a sphere Numerical solution_en.srt 14.9 kB
07 - Differential equations II Multiple dimensions/007 Solving the Lorenz differential equation for the chaotic case_en.srt 14.8 kB
04 - Derivatives/009 04b-Exercise-velocity-acceleration.ipynb 14.5 kB
04 - Derivatives/014 04b-Exercise-velocity-acceleration.ipynb 14.5 kB
04 - Derivatives/010 04b-Exercise-velocity-acceleration-solution.ipynb 14.5 kB
06 - Differential equations I Basics and 1-dimensional problems/014 Compare different methods for solving differential equations_en.srt 14.4 kB
04 - Derivatives/002 04a-Derivatives-template.ipynb 14.2 kB
04 - Derivatives/014 04a-Derivatives-template.ipynb 14.2 kB
04 - Derivatives/004 Implementation of derivatives in Python_en.srt 13.8 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/007 Plotting a graphene nanoribbon_en.srt 13.8 kB
02 - [Optional] Python Crash Course/016 Density plot_en.srt 13.8 kB
05 - Integrals/004 Discretizing integrals & Trapezoidal method_en.srt 13.7 kB
02 - [Optional] Python Crash Course/013 Functions_en.srt 13.6 kB
05 - Integrals/020 Fourier transform_en.srt 13.4 kB
03 - Series expansion, interpolation & data fitting/003 Taylor expansion of exponential function_en.srt 13.3 kB
02 - [Optional] Python Crash Course/011 Loops & If statements_en.srt 13.3 kB
03 - Series expansion, interpolation & data fitting/005 Numerically calculating (higher) derivatives_en.srt 13.3 kB
02 - [Optional] Python Crash Course/012 Working with data files_en.srt 13.3 kB
02 - [Optional] Python Crash Course/008 Arrays_en.srt 13.2 kB
06 - Differential equations I Basics and 1-dimensional problems/015 Implementation of Runge Kutta 4th order method_en.srt 13.2 kB
08 - Eigenvalue problems/004 Numerical solution of the coupled differential equations_en.srt 13.2 kB
04 - Derivatives/007 Implementing second derivative_en.srt 13.2 kB
08 - Eigenvalue problems/012 Generalization to n coupled oscillators_en.srt 13.1 kB
02 - [Optional] Python Crash Course/009 Vectors & Matrices_en.srt 13.1 kB
06 - Differential equations I Basics and 1-dimensional problems/004 Example 1 Radioactive decay_en.srt 12.7 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/004 Finding the first solution via the shooting method_en.srt 12.7 kB
03 - Series expansion, interpolation & data fitting/014 Calculating the gradient of the error_en.srt 12.7 kB
04 - Derivatives/011 Multidimensional derivatives Gradient_en.srt 12.6 kB
09 - Monte Carlo algorithms/009 Running the Monte Carlo algorithm_en.srt 12.5 kB
09 - Monte Carlo algorithms/010 Improve code using finite temperatures_en.srt 12.1 kB
06 - Differential equations I Basics and 1-dimensional problems/002 06-Differential-equations-template.ipynb 12.0 kB
06 - Differential equations I Basics and 1-dimensional problems/019 06-Differential-equations-template.ipynb 12.0 kB
04 - Derivatives/005 Why is the central-differences method better_en.srt 11.9 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/007 Adapting our notebook to the new potential_en.srt 11.7 kB
06 - Differential equations I Basics and 1-dimensional problems/012 Improvement Use the SciPy function solve_ivp_en.srt 11.7 kB
02 - [Optional] Python Crash Course/017 3D Plots_en.srt 11.4 kB
05 - Integrals/015 Preparing the arrays_en.srt 11.4 kB
02 - [Optional] Python Crash Course/007 Lists_en.srt 11.1 kB
03 - Series expansion, interpolation & data fitting/006 Taylor expansion of general function_en.srt 11.0 kB
07 - Differential equations II Multiple dimensions/017 [Project] Rocketship - Coding & Solving the differential equations_en.srt 10.9 kB
07 - Differential equations II Multiple dimensions/019 Simulating earth escape_en.srt 10.7 kB
05 - Integrals/010 Rotating a sphere Analytical solution_en.srt 10.3 kB
06 - Differential equations I Basics and 1-dimensional problems/005 Defining a general function for the Euler method_en.srt 10.3 kB
03 - Series expansion, interpolation & data fitting/007 Interpolation_en.srt 10.1 kB
06 - Differential equations I Basics and 1-dimensional problems/007 Higher-order differential equations_en.srt 10.0 kB
07 - Differential equations II Multiple dimensions/005 Different starting conditions & external forces acting on the ball_en.srt 9.9 kB
09 - Monte Carlo algorithms/005 Alternative solution and time comparison for approximating Pi_en.srt 9.8 kB
03 - Series expansion, interpolation & data fitting/008 Linear and cubic splines_en.srt 9.6 kB
06 - Differential equations I Basics and 1-dimensional problems/017 Comparison of our three methods to solve differential equations_en.srt 9.6 kB
03 - Series expansion, interpolation & data fitting/009 Using splines to fit perturbed data_en.srt 9.6 kB
03 - Series expansion, interpolation & data fitting/002 03-Interpolation-template.ipynb 9.5 kB
03 - Series expansion, interpolation & data fitting/018 03-Interpolation-template.ipynb 9.5 kB
05 - Integrals/014 [Project] Magnetic field of a wire - Explaining the problem_en.srt 9.5 kB
06 - Differential equations I Basics and 1-dimensional problems/009 Example 4 Pendulum_en.srt 9.3 kB
05 - Integrals/002 05b-Rotation-geometric-objects-template.ipynb 9.3 kB
05 - Integrals/023 05b-Rotation-geometric-objects-template.ipynb 9.3 kB
05 - Integrals/003 Background on integrals_en.srt 9.2 kB
05 - Integrals/005 Improving accuracy Simpson rule and beyond_en.srt 9.1 kB
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05 - Integrals/002 05c-Magnetic-field-wire-template.ipynb 5.1 kB
05 - Integrals/023 05c-Magnetic-field-wire-template.ipynb 5.1 kB
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07 - Differential equations II Multiple dimensions/023 07c-Multidimensional-heat-equation-template.ipynb 5.0 kB
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04 - Derivatives/008 [Exercise] Calculate velocity and acceleration_en.srt 4.7 kB
04 - Derivatives/003 Background Derivatives_en.srt 4.5 kB
06 - Differential equations I Basics and 1-dimensional problems/010 Accurate solution of the pendulum_en.srt 4.4 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/010 Use Mathematica to solve the problem with only a few lines of code_en.srt 4.4 kB
07 - Differential equations II Multiple dimensions/008 Solving the Lorenz differential equation for the non-chaotic case_en.srt 4.4 kB
01 - Python installation via Anaconda & Alternatives/005 Style your notebook_en.srt 4.3 kB
07 - Differential equations II Multiple dimensions/006 [Project] Chaos & Lorenz systems - Explanation of the differential equation_en.srt 4.1 kB
05 - Integrals/009 [Solution] Rotating a stick around the center_en.srt 3.9 kB
05 - Integrals/021 Numpy Fast fourier transform (FFT)_en.srt 3.7 kB
02 - [Optional] Python Crash Course/005 Strings_en.srt 3.4 kB
08 - Eigenvalue problems/006 [Exercise] Write your own routine to calculate the eigenvalues_en.srt 3.4 kB
04 - Derivatives/001 Introduction_en.srt 3.4 kB
09 - Monte Carlo algorithms/001 Introduction_en.srt 3.3 kB
05 - Integrals/012 [Exercise] Rotating a spherical shell_en.srt 3.2 kB
01 - Python installation via Anaconda & Alternatives/012 (optional) Environments & Updates_en.srt 3.1 kB
07 - Differential equations II Multiple dimensions/001 Introduction_en.srt 3.1 kB
05 - Integrals/001 Introduction_en.srt 2.8 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/001 Introduction_en.srt 2.7 kB
06 - Differential equations I Basics and 1-dimensional problems/001 Introduction_en.srt 2.6 kB
07 - Differential equations II Multiple dimensions/016 Comment on inclination of the moon_en.srt 2.6 kB
08 - Eigenvalue problems/001 Introduction_en.srt 2.5 kB
03 - Series expansion, interpolation & data fitting/001 Introduction_en.srt 2.2 kB
05 - Integrals/008 [Exercise] Rotating a stick around the center_en.srt 2.2 kB
02 - [Optional] Python Crash Course/001 Introduction to section Optional Python crash course_en.srt 2.2 kB
07 - Differential equations II Multiple dimensions/002 07b-Multidimensional-lorenz-template.ipynb 2.1 kB
07 - Differential equations II Multiple dimensions/023 07b-Multidimensional-lorenz-template.ipynb 2.1 kB
04 - Derivatives/013 Section recap_en.srt 2.0 kB
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10 - [Add On] Quantum mechanics Solving the Schrödinger equation/002 Physical background.html 2.0 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/001 Introduction_en.srt 1.8 kB
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09 - Monte Carlo algorithms/013 Section recap_en.srt 1.7 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/011 Section recap_en.srt 1.5 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/011 Section recap_en.srt 1.4 kB
05 - Integrals/022 Section recap_en.srt 1.2 kB
07 - Differential equations II Multiple dimensions/022 Section recap_en.srt 1.1 kB
06 - Differential equations I Basics and 1-dimensional problems/018 Section recap_en.srt 1.0 kB
11 - [Add on] Nobel prize lecture Electronic properties of graphene/013 THANK YOU & GOODBYE!_en.srt 1.0 kB
03 - Series expansion, interpolation & data fitting/017 Section recap_en.srt 1.0 kB
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/003 [Project] Particle in a box.html 906 Bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/006 [Project] Quantum harmonic oscillator.html 814 Bytes
01 - Python installation via Anaconda & Alternatives/007 LET'S GET STARTED with scientific programming!.html 743 Bytes
02 - [Optional] Python Crash Course/018 Crash course recap_en.srt 701 Bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/009 How can we solve this problem more easily.html 567 Bytes
01 - Python installation via Anaconda & Alternatives/001 Hello & Welcome!.html 550 Bytes
02 - [Optional] Python Crash Course/002 Template file.html 521 Bytes
04 - Derivatives/009 Exercise files Calculate velocity and acceleration.html 496 Bytes
02 - [Optional] Python Crash Course/019 Resources & Links.html 477 Bytes
03 - Series expansion, interpolation & data fitting/018 Resources & Links.html 473 Bytes
04 - Derivatives/014 Resources & Links.html 473 Bytes
05 - Integrals/023 Resources & Links.html 473 Bytes
06 - Differential equations I Basics and 1-dimensional problems/019 Resources & Links.html 473 Bytes
07 - Differential equations II Multiple dimensions/023 Resources & Links.html 473 Bytes
08 - Eigenvalue problems/014 Resources & Links.html 473 Bytes
09 - Monte Carlo algorithms/014 Resources & Links.html 473 Bytes
10 - [Add On] Quantum mechanics Solving the Schrödinger equation/012 Resources & Links.html 473 Bytes
11 - [Add on] Nobel prize lecture Electronic properties of graphene/012 Resources & Links.html 381 Bytes
03 - Series expansion, interpolation & data fitting/016 [Exercise] (optional) Try a different model function of your choice.html 380 Bytes
03 - Series expansion, interpolation & data fitting/011 [Exercise] (optional) Generalize the procedure for more data points.html 243 Bytes
05 - Integrals/002 Template files.html 145 Bytes
07 - Differential equations II Multiple dimensions/002 Template files.html 145 Bytes
09 - Monte Carlo algorithms/002 Template files.html 145 Bytes
02 - [Optional] Python Crash Course/006 [Solution] Coding Exercise Basic programming sqrt.html 141 Bytes
02 - [Optional] Python Crash Course/014 [Solution] Coding Exercise Implement a function with loops.html 141 Bytes
03 - Series expansion, interpolation & data fitting/002 Template file.html 139 Bytes
04 - Derivatives/002 Template file.html 139 Bytes
06 - Differential equations I Basics and 1-dimensional problems/002 Template file.html 139 Bytes
08 - Eigenvalue problems/002 Template file.html 139 Bytes
11 - [Add on] Nobel prize lecture Electronic properties of graphene/002 Template file.html 139 Bytes

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